2010 International Conference on Machine Learning and Cybernetics (ICMLC 2010) Qingdao, China 11 – 14 July 2010 Volume 1 Pages 1-551 IEEE Catalog Number: CFP10523-PRT ISBN: 978-1-4244-6526-2 1/6 Proceedings of the Ninth International Conference on Machine Learning and Cybernetics, Qingdao, 11-14 July 2010 Contents Greetings from the General Chairs ............................................................................................................................ I Greetings from the Program Committee Chairs and Co-Chairs ..................................... II Organizing Committee................................................................................................................................................................III Organizing Committee of IWWIP……………………………………………………………………………....Ⅴ Program Committee.....................................................................................................................................................................VII Program Committee of IWWIP.........................................................................................................................Ⅸ List of Reviewers .............................................................................................................................................................Ⅹ List of Reviewers for IWWIP...............................................................................................................................Ⅻ Contributed Papers Advanced Network Applications and Technologies A Feedback Double Filtering Based Model for Evaluating Reputation in Peer-To-Peer Networks Yi-Ping Bao, Li Yao, Wei-Ming Zhang, Jiu-Yang Tang.................................................................................................................1 A Method for Local Community Detection by Finding Maximal-Degree Nodes Qiong Chen, Ting-Ting Wu ...........................................................................................................................................................8 Building Tin (Triangular Irregular Network) Problem in Topology Model Vu Thanh Nguyen........................................................................................................................................................................14 Design and Implementation of Mas in Renewable Energy Power Generation System Shu-Yun Jia, Jiang Chang............................................................................................................................................................22 Fuzzy Feed forward System Based on T-S Model Applied for Constant Power Control in Wind Power System Hai-Liang Peng, Peng Guo, Jian-Jun Jia .....................................................................................................................................26 Genetic Regulatory Networks Established by Shortest Path Algorithm and Conditional Probabilities for Ovarian Carcinoma Microarray Data Meng-Hsiun Tsai, Hsiao-Han Ko, Sheng-Chuan Chiu ................................................................................................................32 Hybrid Transfer Function Networks I-Cheng Yeh, Chung-Chih Chen, Kuan-Chieh Huang .................................................................................................................37 Multi-Agent and Bayesian Network Applied in Transformer Faults Diagnosis Wen-Qing Zhao, Sheng-Long Zhang, Dong-Xiao Niu................................................................................................................43 Reseach on Comprehesive Evaluation of Power Flow in Complicated Power Networks Hui-Qiong Deng, Ke-Jun Sun, Shuai Wang.................................................................................................................................47 Proceedings of the Ninth International Conference on Machine Learning and Cybernetics, Qingdao, 11-14 July 2010 Research on Limit Power Flow State for Cascading Overload in Power Network Hui-Qiong Deng, Ke-Ju Sun, Li-Hua Sun, Shu-Ai Wang............................................................................................................52 Research on Main Stream Temperature Control System in Power Plant Based on CMAC Neural Network and the Single-Neuron PID Controller with Quadratic Index Yang Xue, Zhen-Jie Yan ..............................................................................................................................................................56 Simulation Techniques on Complex System of Mission Driving Material Support De-Jun Mao, Qing-Min Li, Ying-Wu Peng..................................................................................................................................61 Study on the Index Based Prevention Control Strategies for Cascading Failures in Complicated Power Grids Hui-Qiong Deng, Ke-Jun Sun, Li-Hua Sun.................................................................................................................................67 The Analyse of Critical Node and Link in Robust C2 Information Exchange Structure for Mission Shan Yang, Zhong Liu, Liang Mu, Bao-Xin Xiu, Jin-Cai Huang................................................................................................72 The Design of Energy-Saving Filtering Mechanism for Sensor Networks Ru Huang, Guang-Hui Xu...........................................................................................................................................................79 The Reverse Logistics Network Design of Drugs Zi-Kui Lin, Lian-Lian Gao, Xuan Guo........................................................................................................................................86 Complex Systems Optimization and Application Methods to Construct Several Kinds of Concept Lattices Ling Wei, Sheng-Nan Wang, Wei Zhao.......................................................................................................................................91 Minimum-Energy Multi-Wavelets Tight Frames Associated with Two Scaling Functions Qian Liang, Ping Zhao.................................................................................................................................................................97 New Iterative Schemes for Equilibrium Problems and Fixed Point Problems of Nonspreading Mappings and Nonexpansive Mappings Wei Li, Li-Ling Duan ................................................................................................................................................................102 Ordering Method of Interval Numbers Based on Synthesizing Effect Fa-Chao Li, Jing Li....................................................................................................................................................................108 The Least-Squares Solutions of the Some Matrix Equation Yan-Ping Sheng, Yi-Hen Yan, Ru Tian...................................................................................................................................... 113 The Optimal Approximation Solution Associated with a Nonnegative Definite Constraint Matrix Equation Dong-Xiu Xie, Juan Zeng.......................................................................................................................................................... 117 The Relationship between Prorerty-Oriented Concept Lattice and Partition Ling Wei, Hui-Yan Hong, Wei Zhao..........................................................................................................................................122 Topological Simplification of Planar Flow Field Based on Physical Feature Bo Qin, Bao-Mei Pei, Bing Li, Zhan-Bin Wu ...........................................................................................................................128 Computational Intelligence, Machine Learning and Multimedia Information Retrieval 2-Stage Instance Selection Algorithm for KNN Based on Nearest Unlike Neighbors Chun-Ru Dong, Patrick P. K. Chan, Wing W. Y. Ng, Daniel S. Yeung ......................................................................................134 A Comparative Research on Noise Resistance for Two Heuristic Algorithms Bo-Jun Xie, Ning Zhou, Tao Wang, .........................................................................................................................................141 A Generalized Model of Covering Rough Sets and Its Application in Medical Diagnosis Yan Li, Tao Feng, Shao-Pu Zhang, Zhan-Wen Li......................................................................................................................145 A Mapping between Covering Approximation Spaces Chang-Zhong Wang, Wen-Ju Du...............................................................................................................................................151 A New Instance Selection Algorithm Based on Contribution for Nearest Neighbour Classification Yong-Hua Cai, Bo Wu, Yu-Lin He, Ye Zhang ...........................................................................................................................155 Proceedings of the Ninth International Conference on Machine Learning and Cybernetics, Qingdao, 11-14 July 2010 A Survey on Active Learning Strategy Li-Li Sun, Xi-Zhao Wang..........................................................................................................................................................161 Adapting Relational Logic Models Using Unlabeled Data Ki Chan, Tak-Lam Wong, Wai Lam ..........................................................................................................................................167